{"id":"W2137952600","doi":"10.1002/oa.715","title":"A comparative experiment in the consolidation of cremated bone","year":2004,"lang":"en","type":"article","venue":"International Journal of Osteoarchaeology","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Consolidation (business); Materials science; Dentistry; Orthodontics; Medicine; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002538044,0.00004928666,0.0001589885,0.00003364711,0.00002047205,0.000003339835,0.0002310379,0.00003320542,0.00006340268],"category_scores_gemma":[0.00005422109,0.0000165473,0.00005136475,0.00007550824,0.0003229762,0.0000561133,0.00004918586,0.00009017294,0.000003131465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002297522,"about_ca_system_score_gemma":0.00001166185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001177794,"about_ca_topic_score_gemma":0.0005985484,"domain_scores_codex":[0.9993034,0.00008877434,0.0003042063,0.00005241331,0.0001777236,0.00007347359],"domain_scores_gemma":[0.999307,0.0002063622,0.0002273548,0.000016691,0.0002295298,0.00001304989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003525276,0.00192908,0.09176686,0.00001207849,0.0006547682,0.001299759,0.0964876,0.001064087,0.608641,0.1715315,0.0008268027,0.02226119],"study_design_scores_gemma":[0.005863383,0.005700545,0.6421255,0.0002506049,0.00004857801,0.004075033,0.03480303,0.00002149857,0.218054,0.0838434,0.00489815,0.0003162129],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901188,0.0003382676,0.00001507076,0.008747533,0.0002489836,0.00005336698,0.00000443923,0.000001765396,0.0004717874],"genre_scores_gemma":[0.9994167,0.00003144958,0.0001691096,0.0002908217,0.00007716607,0.000002559424,0.000006133139,1.611301e-7,0.000005911118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5503587,"threshold_uncertainty_score":0.1190019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03367721837411936,"score_gpt":0.3067189776756901,"score_spread":0.2730417593015707,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}